{"id":"W4405752305","doi":"10.1016/j.jval.2024.10.944","title":"EE664 Cost-Effectiveness Analysis of IDP-126, a Topical Triple Therapy, for the Treatment of Acne Vulgaris From the Perspective of Canadian Public Payers","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada); Health Canada","funders":"","keywords":"Perspective (graphical); Acne; Medicine; Dermatology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003056622,0.0009098112,0.001611433,0.001694529,0.0005550605,0.002598269,0.0009423596,0.001131672,0.005379504],"category_scores_gemma":[0.007657116,0.0004483791,0.005369422,0.003264938,0.0004308106,0.0005220997,0.0006118632,0.001855956,0.0001746514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03559169,"about_ca_system_score_gemma":0.03080506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8159396,"about_ca_topic_score_gemma":0.8291329,"domain_scores_codex":[0.996879,0.001372918,0.0001209185,0.000139527,0.0008448396,0.0006427742],"domain_scores_gemma":[0.9977715,0.001047195,0.000243881,0.00005269808,0.000531327,0.0003534832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2339815,0.002373162,0.128049,0.01698234,0.05613631,0.001353502,0.0004906291,0.167784,0.004548678,0.02172437,0.05817717,0.3083994],"study_design_scores_gemma":[0.05576202,0.01714545,0.5720338,0.007018449,0.09346798,0.001420565,0.002331646,0.1600063,0.002762204,0.006681644,0.08065188,0.0007181789],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627733,0.08347157,0.003146899,0.01171312,0.0005932795,0.002725108,0.07109206,0.0001388011,0.06434578],"genre_scores_gemma":[0.9769179,0.009591048,0.00158438,0.0009882188,0.0001294354,0.0002025335,0.00776533,0.00001646917,0.002804714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1840604,"threshold_uncertainty_score":0.3702887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003283064529665,"score_gpt":0.3749310936582381,"score_spread":0.2746027872052715,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}